Fan Out Query MCP
Rank #16576glama/houtini-ai/fan-out-query-mcp
Advanced content gap analysis using Query Decomposition and Keyword Fan-Out (Google's patented methodology). Tells you exactly what user queries your content covers - and what it misses. Built on academic research because I needed to understand how AI search engines actually evaluate content.
Fan Out Query MCP is a Model Context Protocol (MCP) server published by houtini-ai. It ranks #16576 of 58,900 servers tracked on MCP Toplist, and its repository has 10 GitHub stars. Fan Out Query MCP is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Mar 10, 2026.
Ranks ahead of 42,324 of 58,900 servers on MCP Toplist.
Use Fan Out Query MCP
Fan Out Query MCP doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.
Listed on 1 registry
houtini-ai
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Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- What is Fan Out Query MCP?
- Advanced content gap analysis using Query Decomposition and Keyword Fan-Out (Google's patented methodology). Tells you exactly what user queries your content covers - and what it misses. Built on academic research because I needed to understand how AI search engines actually evaluate content.
- Who maintains Fan Out Query MCP?
- Fan Out Query MCP is maintained by houtini-ai, which publishes 26 MCP servers (12 total versions) tracked on MCP Toplist.
- Is Fan Out Query MCP an official MCP server?
- Fan Out Query MCP is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Fan Out Query MCP have?
- Fan Out Query MCP ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Fan Out Query MCP?
- The source code for Fan Out Query MCP is hosted at github.com/houtini-ai/fanout-mcp.